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<p><code>#include &lt;opencv2/face/face_alignment.hpp&gt;</code></p>
<table class="memberdecls">
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Public Member Functions</h2></td></tr>
<tr class="memitem:a02c43ee3252633ac4106c00a680fa747"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#a02c43ee3252633ac4106c00a680fa747">Params</a> ()</td></tr>
<tr class="memdesc:a02c43ee3252633ac4106c00a680fa747"><td class="mdescLeft">&#160;</td><td class="mdescRight">Constructor.  <a href="#a02c43ee3252633ac4106c00a680fa747">More...</a><br /></td></tr>
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Public Attributes</h2></td></tr>
<tr class="memitem:af9e428c04035a663477ff6e72f15eadc"><td class="memItemLeft" align="right" valign="top">unsigned long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#af9e428c04035a663477ff6e72f15eadc">cascade_depth</a></td></tr>
<tr class="memdesc:af9e428c04035a663477ff6e72f15eadc"><td class="mdescLeft">&#160;</td><td class="mdescRight">cascade_depth This stores the deapth of cascade used for training.  <a href="#af9e428c04035a663477ff6e72f15eadc">More...</a><br /></td></tr>
<tr class="separator:af9e428c04035a663477ff6e72f15eadc"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac9a1910494cbbc9142d560510d839348"><td class="memItemLeft" align="right" valign="top"><a class="el" href="../../dc/d84/group__core__basic.html#ga1f6634802eeadfd7245bc75cf3e216c2">String</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#ac9a1910494cbbc9142d560510d839348">configfile</a></td></tr>
<tr class="memdesc:ac9a1910494cbbc9142d560510d839348"><td class="mdescLeft">&#160;</td><td class="mdescRight">configfile stores the name of the file containing the values of training parameters  <a href="#ac9a1910494cbbc9142d560510d839348">More...</a><br /></td></tr>
<tr class="separator:ac9a1910494cbbc9142d560510d839348"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acefafc05a14bb6e91ee04254fe95c488"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#acefafc05a14bb6e91ee04254fe95c488">lambda</a></td></tr>
<tr class="memdesc:acefafc05a14bb6e91ee04254fe95c488"><td class="mdescLeft">&#160;</td><td class="mdescRight">lambda stores a value to calculate probability of closeness of two coordinates.  <a href="#acefafc05a14bb6e91ee04254fe95c488">More...</a><br /></td></tr>
<tr class="separator:acefafc05a14bb6e91ee04254fe95c488"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2cc1c97c643620cf6386a6be2da711de"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#a2cc1c97c643620cf6386a6be2da711de">learning_rate</a></td></tr>
<tr class="memdesc:a2cc1c97c643620cf6386a6be2da711de"><td class="mdescLeft">&#160;</td><td class="mdescRight">learning_rate stores the learning rate in gradient boosting, also referred as shrinkage.  <a href="#a2cc1c97c643620cf6386a6be2da711de">More...</a><br /></td></tr>
<tr class="separator:a2cc1c97c643620cf6386a6be2da711de"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a154ffe1d90e20d6d940900a682ad3875"><td class="memItemLeft" align="right" valign="top">unsigned long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#a154ffe1d90e20d6d940900a682ad3875">num_test_coordinates</a></td></tr>
<tr class="memdesc:a154ffe1d90e20d6d940900a682ad3875"><td class="mdescLeft">&#160;</td><td class="mdescRight">num_test_coordinates stores number of test coordinates.  <a href="#a154ffe1d90e20d6d940900a682ad3875">More...</a><br /></td></tr>
<tr class="separator:a154ffe1d90e20d6d940900a682ad3875"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a148be99b10aac689210a4e42e8fa6cd6"><td class="memItemLeft" align="right" valign="top">unsigned long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#a148be99b10aac689210a4e42e8fa6cd6">num_test_splits</a></td></tr>
<tr class="memdesc:a148be99b10aac689210a4e42e8fa6cd6"><td class="mdescLeft">&#160;</td><td class="mdescRight">num_test_splits stores number of random test splits generated.  <a href="#a148be99b10aac689210a4e42e8fa6cd6">More...</a><br /></td></tr>
<tr class="separator:a148be99b10aac689210a4e42e8fa6cd6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad26da85380c6dc4a7f3e27934fb174e1"><td class="memItemLeft" align="right" valign="top">unsigned long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#ad26da85380c6dc4a7f3e27934fb174e1">num_trees_per_cascade_level</a></td></tr>
<tr class="memdesc:ad26da85380c6dc4a7f3e27934fb174e1"><td class="mdescLeft">&#160;</td><td class="mdescRight">num_trees_per_cascade_level This stores number of trees fit per cascade level.  <a href="#ad26da85380c6dc4a7f3e27934fb174e1">More...</a><br /></td></tr>
<tr class="separator:ad26da85380c6dc4a7f3e27934fb174e1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab2be0a345c572d46008ea33213e9822a"><td class="memItemLeft" align="right" valign="top">unsigned long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#ab2be0a345c572d46008ea33213e9822a">oversampling_amount</a></td></tr>
<tr class="memdesc:ab2be0a345c572d46008ea33213e9822a"><td class="mdescLeft">&#160;</td><td class="mdescRight">oversampling_amount stores number of initialisations used to create training samples.  <a href="#ab2be0a345c572d46008ea33213e9822a">More...</a><br /></td></tr>
<tr class="separator:ab2be0a345c572d46008ea33213e9822a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a674576adc7d5244cf93ae8d1f3aba85e"><td class="memItemLeft" align="right" valign="top">unsigned long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d0/d8c/structcv_1_1face_1_1FacemarkKazemi_1_1Params.html#a674576adc7d5244cf93ae8d1f3aba85e">tree_depth</a></td></tr>
<tr class="memdesc:a674576adc7d5244cf93ae8d1f3aba85e"><td class="mdescLeft">&#160;</td><td class="mdescRight">tree_depth This stores the max height of the regression tree built.  <a href="#a674576adc7d5244cf93ae8d1f3aba85e">More...</a><br /></td></tr>
<tr class="separator:a674576adc7d5244cf93ae8d1f3aba85e"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="a02c43ee3252633ac4106c00a680fa747"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a02c43ee3252633ac4106c00a680fa747">&#9670;&nbsp;</a></span>Params()</h2>

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<p>Constructor. </p>

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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#af9e428c04035a663477ff6e72f15eadc">&#9670;&nbsp;</a></span>cascade_depth</h2>

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          <td class="memname">unsigned long cv::face::FacemarkKazemi::Params::cascade_depth</td>
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<p>cascade_depth This stores the deapth of cascade used for training. </p>

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<a id="ac9a1910494cbbc9142d560510d839348"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac9a1910494cbbc9142d560510d839348">&#9670;&nbsp;</a></span>configfile</h2>

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          <td class="memname"><a class="el" href="../../dc/d84/group__core__basic.html#ga1f6634802eeadfd7245bc75cf3e216c2">String</a> cv::face::FacemarkKazemi::Params::configfile</td>
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<p>configfile stores the name of the file containing the values of training parameters </p>

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<h2 class="memtitle"><span class="permalink"><a href="#acefafc05a14bb6e91ee04254fe95c488">&#9670;&nbsp;</a></span>lambda</h2>

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          <td class="memname">float cv::face::FacemarkKazemi::Params::lambda</td>
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<p>lambda stores a value to calculate probability of closeness of two coordinates. </p>

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<a id="a2cc1c97c643620cf6386a6be2da711de"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a2cc1c97c643620cf6386a6be2da711de">&#9670;&nbsp;</a></span>learning_rate</h2>

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          <td class="memname">float cv::face::FacemarkKazemi::Params::learning_rate</td>
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<p>learning_rate stores the learning rate in gradient boosting, also referred as shrinkage. </p>

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<h2 class="memtitle"><span class="permalink"><a href="#a154ffe1d90e20d6d940900a682ad3875">&#9670;&nbsp;</a></span>num_test_coordinates</h2>

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          <td class="memname">unsigned long cv::face::FacemarkKazemi::Params::num_test_coordinates</td>
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<p>num_test_coordinates stores number of test coordinates. </p>

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<h2 class="memtitle"><span class="permalink"><a href="#a148be99b10aac689210a4e42e8fa6cd6">&#9670;&nbsp;</a></span>num_test_splits</h2>

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<p>num_test_splits stores number of random test splits generated. </p>

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<h2 class="memtitle"><span class="permalink"><a href="#ad26da85380c6dc4a7f3e27934fb174e1">&#9670;&nbsp;</a></span>num_trees_per_cascade_level</h2>

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<p>num_trees_per_cascade_level This stores number of trees fit per cascade level. </p>

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<a id="ab2be0a345c572d46008ea33213e9822a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ab2be0a345c572d46008ea33213e9822a">&#9670;&nbsp;</a></span>oversampling_amount</h2>

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<p>oversampling_amount stores number of initialisations used to create training samples. </p>

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<h2 class="memtitle"><span class="permalink"><a href="#a674576adc7d5244cf93ae8d1f3aba85e">&#9670;&nbsp;</a></span>tree_depth</h2>

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<p>tree_depth This stores the max height of the regression tree built. </p>

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<hr/>The documentation for this struct was generated from the following file:<ul>
<li>opencv2/face/<a class="el" href="../../d9/d91/face__alignment_8hpp.html">face_alignment.hpp</a></li>
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